SASInstitute A00-405 Exam Syllabus Topics:
| Topic | Details |
|---|
| Topic 1 | - Tune the Hyperparameters of a Convolutional Neural Network (CNN)
- Use the Concepts and Text Parsing Nodes to extract Terms and Concepts
|
| Topic 2 | - Use fully connected layers in a Convolutional Neural Network (CNN)
- Identifying Image Patterns Using Computer Vision Techniques
|
| Topic 3 | - Use padding in a Convolutional Neural Network (CNN)
- Import documents for analysis
|
| Topic 4 | - Create and explore a project in SAS® Visual Text Analytics
- Use convolutional layers in a Convolutional Neural Network (CNN)
|
| Topic 5 | - Load and prepare image data
- Score new image data
|
| Topic 6 | - Use rules to identify documents belonging to specific categories
- Use output layers in a Convolutional Neural Network (CNN)
|
| Topic 7 | - Use regularization techniques
- Loading and Exploring Data
|
| Topic 8 | - Explain the impact of various architectural designs
- Use a Recurrent Neural Network (RNN) to recognize patterns
|
Reference: https://www.sas.com/en_ph/certification/exam-content-guides/natural-language-computer-vision-specialist.html
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